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cfahlgren1/wasm-sqlcoder-7b-q4f32_1

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

sql-coder-7b compiled for WebGPU - q4f32_1

SQLCoder-7B is a 7B parameter model that outperforms gpt-3.5-turbo for natural language to SQL generation tasks on our sql-eval framework, and significantly outperforms all popular open-source models. When fine-tuned on a given schema, it also outperforms gpt-4

SQLCoder-7B is fine-tuned on a base Mistral-7B model.

Results on novel datasets not seen in training

modelperc_correct
gpt4-2023-10-0482.0
defog-sqlcoder274.5
gpt4-2023-08-2874.0
defog-sqlcoder-7b71.0
gpt-3.5-2023-10-0466.0
claude-264.5
gpt-3.5-2023-08-2861.0
claudeinstant161.0
text-davinci-00352.5